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Diving deeper into category performance, the most popular sub-categories are Lighting with a value of 100.0, Hardware Supplies with 89.1, and Electrical Supplies with 69.5. These sub-categories are all nested within the Hardware parent category.
At the product level, the items driving the most sales are Bathroom & Kitchen Fittings with a value of 100.0, Power Inverters with 75.5, and Electrical Connectors with 49.2. These products span across different categories, indicating diverse customer interests.
Customer payment preferences tell us about trust and convenience factors. 50% of orders are placed using prepaid methods, while 50% prefer Cash on Delivery (COD). This distribution indicates a strong preference for prepaid in this region.
The customer base can be segmented into distinct behavioral groups. The largest segment is WEEKEND_SHOPPER with 35% of the customer base, followed by QUALITY_FIRST_SHOPPER at 34% and VALUE_SEEKER at 21%. Understanding these segments helps in tailoring marketing and product strategies.
Customer retention is a key indicator of business health. 80% of the customers are new to the platform, while 20% are returning customers.
Finally, understanding when customers prefer to shop is essential for inventory and customer service planning. The data shows that the peak time for placing orders is between 12 - 6 PM on Sunday, with the highest concentration of orders in the 12 - 6 PM range. The activity is notably lower during the 12 - 6 AM period, which is typical for most eCommerce platforms.
3%
vs last 30 days
6%
vs last 30 days
₹ 1379
vs last 30 days
17%
vs last 30 days
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